Title
Counterfactual-Augmented Importance Sampling for Semi-Offline Policy Evaluation Shengpu Tang Jenna Wiens OffRL CML 92 4 0 26 Oct 2023
M2C: Towards Automatic Multimodal Manga Complement Hongcheng Guo Boyang Wang Jiaqi Bai Jiaheng Liu Jian Yang Zhoujun Li 94 10 0 26 Oct 2023
JudgeLM: Fine-tuned Large Language Models are Scalable Judges Lianghui Zhu Xinggang Wang Xinlong Wang ELM ALM 187 143 0 26 Oct 2023
BOOST: Harnessing Black-Box Control to Boost Commonsense in LMs' Generation Yufei Tian Felix Zhang Nanyun Peng 63 0 0 25 Oct 2023
STEER: Semantic Turn Extension-Expansion Recognition for Voice Assistants Leon Liyang Zhang Jiarui Lu Joel Ruben Antony Moniz Aditya Kulkarni Dhivya Piraviperumal Tien Dung Tran Nicholas Tzou Hong-ye Yu LLMSV 55 0 0 25 Oct 2023
Muslim-Violence Bias Persists in Debiased GPT Models Babak Hemmatian Razan Baltaji Lav Varshney 50 3 0 25 Oct 2023
ChatGPT is a Potential Zero-Shot Dependency Parser Boda Lin Xinyi Zhou Binghao Tang Xiaocheng Gong Si Li 57 4 0 25 Oct 2023
Improving Diversity of Demographic Representation in Large Language Models via Collective-Critiques and Self-Voting Preethi Lahoti Nicholas Blumm Xiao Ma Raghavendra Kotikalapudi Sahitya Potluri ... Hansa Srinivasan Ben Packer Ahmad Beirami Alex Beutel Jilin Chen 114 32 0 25 Oct 2023
Instruct and Extract: Instruction Tuning for On-Demand Information Extraction Yizhu Jiao Ming Zhong Sha Li Ruining Zhao Siru Ouyang Heng Ji Jiawei Han 78 27 0 24 Oct 2023
BianQue: Balancing the Questioning and Suggestion Ability of Health LLMs with Multi-turn Health Conversations Polished by ChatGPT Yirong Chen Zhenyu Wang Xiaofen Xing Huimin Zheng Zhipei Xu ... Junhong Wang Sihang Li Jieling Wu Qi Liu Xiangmin Xu LM&MA AI4MH 92 64 0 24 Oct 2023
LINC: A Neurosymbolic Approach for Logical Reasoning by Combining Language Models with First-Order Logic Provers Theo X. Olausson Alex Gu Benjamin Lipkin Cedegao E. Zhang Armando Solar-Lezama Josh Tenenbaum Roger Levy LRM AI4CE ReLM 185 119 0 23 Oct 2023
Large Language Models can Share Images, Too! Young-Jun Lee Dokyong Lee Joo Won Sung Jonghwan Hyeon Ho-Jin Choi MLLM 86 2 0 23 Oct 2023
A Survey on LLM-Generated Text Detection: Necessity, Methods, and Future Directions Junchao Wu Shu Yang Runzhe Zhan Yulin Yuan Derek F. Wong Lidia S. Chao DeLMO 106 33 0 23 Oct 2023
PRCA: Fitting Black-Box Large Language Models for Retrieval Question Answering via Pluggable Reward-Driven Contextual Adapter Haoyan Yang Zhitao Li Yong Zhang Jianzong Wang Ning Cheng Ming Li Jing Xiao RALM 47 31 0 23 Oct 2023
InstructExcel: A Benchmark for Natural Language Instruction in Excel Justin Payan Swaroop Mishra Mukul Singh Carina Negreanu Christian Poelitz Chitta Baral Subhro Roy Rasika Chakravarthy Benjamin Van Durme E. Nouri LMTD ELM 88 10 0 23 Oct 2023
Active teacher selection for reinforcement learning from human feedback Rachel Freedman Justin Svegliato K. H. Wray Stuart J. Russell 191 6 0 23 Oct 2023
Right, No Matter Why: AI Fact-checking and AI Authority in Health-related Inquiry Settings Elena Sergeeva Anastasia Sergeeva Huiyun Tang Kerstin Bongard-Blanchy Peter Szolovits 67 1 0 22 Oct 2023
PromptMix: A Class Boundary Augmentation Method for Large Language Model Distillation Gaurav Sahu Olga Vechtomova Dzmitry Bahdanau I. Laradji VLM 112 27 0 22 Oct 2023
Evoke: Evoking Critical Thinking Abilities in LLMs via Reviewer-Author Prompt Editing Xinyu Hu Pengfei Tang Simiao Zuo Zihan Wang Bowen Song Qiang Lou Jian Jiao Denis Xavier Charles LRM 105 9 0 20 Oct 2023
Tuna: Instruction Tuning using Feedback from Large Language Models Haoran Li Yiran Liu Xingxing Zhang Wei Lu Furu Wei ALM 83 3 0 20 Oct 2023
Interpreting Indirect Answers to Yes-No Questions in Multiple Languages Zijie Wang Md Mosharaf Hossain Shivam Mathur Terry Cruz Melo Kadir Bulut Ozler ... Jacob Quintero MohammadHossein Rezaei Shreya Nupur Shakya Md Nayem Uddin Eduardo Blanco 69 1 0 20 Oct 2023
Enhancing Zero-Shot Crypto Sentiment with Fine-tuned Language Model and Prompt Engineering Rahman S. M. Wahidur Ishmam Tashdeed Manjit Kaur Heung-No Lee ALM 100 17 0 20 Oct 2023
Towards Understanding Sycophancy in Language Models Mrinank Sharma Meg Tong Tomasz Korbak David Duvenaud Amanda Askell ... Oliver Rausch Nicholas Schiefer Da Yan Miranda Zhang Ethan Perez 369 247 0 20 Oct 2023
An Emulator for Fine-Tuning Large Language Models using Small Language Models Eric Mitchell Rafael Rafailov Archit Sharma Chelsea Finn Christopher D. Manning ALM 115 56 0 19 Oct 2023
Reliable Academic Conference Question Answering: A Study Based on Large Language Model Zhiwei Huang Long Jin Junjie Wang Mingchen Tu Yin Hua Zhiqiang Liu Jiawei Meng Hua-zeng Chen Wen Zhang 66 0 0 19 Oct 2023
Privacy Preserving Large Language Models: ChatGPT Case Study Based Vision and Framework Imdad Ullah Najm Hassan S. Gill Basem Suleiman T. Ahanger Zawar Shah Junaid Qadir S. Kanhere 94 17 0 19 Oct 2023
GraphGPT: Graph Instruction Tuning for Large Language Models Jiabin Tang Yuhao Yang Wei Wei Lei Shi Lixin Su Suqi Cheng D. Yin Chao Huang 164 148 0 19 Oct 2023
Know Where to Go: Make LLM a Relevant, Responsible, and Trustworthy Searcher Xiang Shi Jiawei Liu Yinpeng Liu Qikai Cheng Wei Lu RALM HILM KELM 73 6 0 19 Oct 2023
A General Theoretical Paradigm to Understand Learning from Human Preferences M. G. Azar Mark Rowland Bilal Piot Daniel Guo Daniele Calandriello Michal Valko Rémi Munos 281 648 0 18 Oct 2023
MusicAgent: An AI Agent for Music Understanding and Generation with Large Language Models Dingyao Yu Kaitao Song Peiling Lu Tianyu He Xu Tan Wei Ye Shikun Zhang Jiang Bian LLMAG 107 16 0 18 Oct 2023
Group Preference Optimization: Few-Shot Alignment of Large Language Models Siyan Zhao John Dang Aditya Grover 83 30 0 17 Oct 2023
Utilising a Large Language Model to Annotate Subject Metadata: A Case Study in an Australian National Research Data Catalogue Shiwei Zhang Ming-Lun Wu Xiuzhen Zhang 73 4 0 17 Oct 2023
Leveraging Large Language Model for Automatic Evolving of Industrial Data-Centric R&D Cycle Xu Yang Xiao Yang Weiqing Liu Jinhui Li Peng Yu Zeqi Ye Jiang Bian 81 1 0 17 Oct 2023
CrossCodeEval: A Diverse and Multilingual Benchmark for Cross-File Code Completion Yangruibo Ding Zijian Wang Wasi Uddin Ahmad Hantian Ding Ming Tan ... M. K. Ramanathan Ramesh Nallapati Parminder Bhatia Dan Roth Bing Xiang ELM 107 131 0 17 Oct 2023
Compositional preference models for aligning LMs Dongyoung Go Tomasz Korbak Germán Kruszewski Jos Rozen Marc Dymetman 95 20 0 17 Oct 2023
On Context Utilization in Summarization with Large Language Models Mathieu Ravaut Aixin Sun Nancy F. Chen Shafiq Joty 101 14 0 16 Oct 2023
NeMo Guardrails: A Toolkit for Controllable and Safe LLM Applications with Programmable Rails Traian Rebedea R. Dinu Makesh Narsimhan Sreedhar Christopher Parisien Jonathan Cohen KELM 113 152 0 16 Oct 2023
NASH: A Simple Unified Framework of Structured Pruning for Accelerating Encoder-Decoder Language Models Jongwoo Ko Seungjoon Park Yujin Kim Sumyeong Ahn Du-Seong Chang Euijai Ahn SeYoung Yun 115 6 0 16 Oct 2023
FiLM: Fill-in Language Models for Any-Order Generation Tianxiao Shen Hao-Chun Peng Ruoqi Shen Yao Fu Zaïd Harchaoui Yejin Choi 95 10 0 15 Oct 2023
Lifelong Sequence Generation with Dynamic Module Expansion and Adaptation Chengwei Qin Junwon Lee Shafiq Joty CLL 104 14 0 15 Oct 2023
Configuration Validation with Large Language Models Xinyu Lian Yinfang Chen Runxiang Cheng Jie Huang Parth Thakkar Minjia Zhang Tianyin Xu 83 11 0 15 Oct 2023
MiniGPT-v2: large language model as a unified interface for vision-language multi-task learning Jun Chen Deyao Zhu Xiaoqian Shen Xiang Li Zechun Liu Pengchuan Zhang Raghuraman Krishnamoorthi Vikas Chandra Yunyang Xiong Mohamed Elhoseiny MLLM 258 475 0 14 Oct 2023
Large Language Model Unlearning Yuanshun Yao Xiaojun Xu Yang Liu MU 137 148 0 14 Oct 2023
Surveying the Landscape of Text Summarization with Deep Learning: A Comprehensive Review Guanghua Wang Weili Wu AI4TS AILaw 91 4 0 13 Oct 2023
$Is Certifying $\ell_p$ Robustness Still Worthwhile?$ Is Certifying $\ell_p$ Robustness Still Worthwhile? Ravi Mangal Klas Leino Zifan Wang Kai Hu Weicheng Yu Corina S. Pasareanu Anupam Datta Matt Fredrikson AAML OOD 86 1 0 13 Oct 2023
Table-GPT: Table-tuned GPT for Diverse Table Tasks Peng Li Yeye He Dror Yashar Weiwei Cui Song Ge Haidong Zhang D. Fainman Dongmei Zhang Surajit Chaudhuri ALM LMTD 92 82 0 13 Oct 2023
The Consensus Game: Language Model Generation via Equilibrium Search Athul Paul Jacob Songlin Yang Gabriele Farina Jacob Andreas 95 23 0 13 Oct 2023
KCTS: Knowledge-Constrained Tree Search Decoding with Token-Level Hallucination Detection Sehyun Choi Tianqing Fang Zhaowei Wang Yangqiu Song 87 39 0 13 Oct 2023
CodeChain: Towards Modular Code Generation Through Chain of Self-revisions with Representative Sub-modules Hung Le Hailin Chen Amrita Saha Akash Gokul Doyen Sahoo Shafiq Joty LRM 111 47 0 13 Oct 2023
LLaMA Rider: Spurring Large Language Models to Explore the Open World Yicheng Feng Yuxuan Wang Jiazheng Liu Sipeng Zheng Zongqing Lu LLMAG LRM 80 18 0 13 Oct 2023